Learning Robust Options by Conditional Value at Risk Optimization

Takuya Hiraoka, Takahisa Imagawa, Tatsuya Mori +2

Options are generally learned by using an inaccurate environment model (or simulator), which contains uncertain model parameters. While there are several methods to learn options t…